#!/usr/bin/env python
# -*- conding: utf-8 -*-

"""
@Time     : 2024/9/1 22:01
@Author   : liujingmao
@File     : 3.Pinecone删除数据.py
"""

import dotenv
from langchain_openai import OpenAIEmbeddings
from langchain_pinecone import PineconeVectorStore

dotenv.load_dotenv()

embedding = OpenAIEmbeddings(model="text-embedding-3-small")
db = PineconeVectorStore(
    index_name="llmopsv2",
    embedding=embedding,
    namespace="Default")

# id = "d3125bb2-e8ec-4afc-87cc-65215816d666"
# db.delete([id], namespace="Default")
pinecone_index = db.get_pinecone_index("llmopsv2")
pinecone_index.update(
    id="26bfcce1-9602-4ef6-9db4-e59ddfe7ea76",
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